Variable selection for causal mediation analysis using LASSO-based methods

Causal mediation effect estimates can be obtained from marginal structural models using inverse probability weighting with appropriate weights. In order to compute weights, treatment and mediator propensity score models need to be fitted first. If the covariates are high-dimensional, parsimonious pr...

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Detalles Bibliográficos
Autores principales: Ye, Zhaoxin, Zhu, Yeying, Coffman, Donna L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8189011/
https://www.ncbi.nlm.nih.gov/pubmed/33755518
http://dx.doi.org/10.1177/0962280221997505

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8189011/
https://www.ncbi.nlm.nih.gov/pubmed/33755518
http://dx.doi.org/10.1177/0962280221997505

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